{"id":"W7161794851","doi":"10.82308/27523","title":"Exposure to household air pollution and cognitive function among older adults in northern China","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beijing; Air pollution; Confounding; China; Air pollutants; Cognition; Pollutant; Particulates","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005633424,0.0003849723,0.0003007075,0.0007894593,0.0008079793,0.0004669103,0.000308506,0.0003256149,0.000964953],"category_scores_gemma":[0.0007038825,0.0002350332,0.0004235142,0.001249653,0.0003334981,0.0004036835,0.0004745111,0.0002748744,0.0001241801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009990195,"about_ca_system_score_gemma":0.001168496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1362516,"about_ca_topic_score_gemma":0.134314,"domain_scores_codex":[0.9997546,0.00003378204,0.00003080225,0.00006796012,0.00004574023,0.00006708795],"domain_scores_gemma":[0.9995444,0.0000305688,0.0001384898,0.00003007749,0.00007734596,0.0001790343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003707089,0.0000233937,0.9983498,0.00001343759,0.00003569512,0.00007240401,0.0002453144,0.00003631859,0.0001311523,0.00001172681,0.0000862252,0.0009575317],"study_design_scores_gemma":[0.000002274273,0.00001692502,0.9996117,0.000003508526,0.00001186406,0.0000252323,0.0001782466,0.00005730528,0.00001198153,0.00001035371,0.00006920205,0.000001485703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992436,0.0001519455,0.00002120471,0.00006296802,0.000003413098,0.000006751087,0.0002304808,0.000002054893,0.000277575],"genre_scores_gemma":[0.9994722,0.00009697771,0.00002377352,0.00003324719,0.000006649888,0.000008434522,0.0002160468,6.122797e-7,0.0001420257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1362516,"threshold_uncertainty_score":0.270917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004272133040869557,"score_gpt":0.1849446876304457,"score_spread":0.1806725545895762,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}